There have been concerns about gender pay equality in university settings. As a result, the Arizona Board of Regents has hired you to create a reporting system so that it can monitor the problem.
You need to build a system to automate the process of generating new reports when new data becomes available.
You will likely need to install the gender and genderdata packages from GitHub directly:
install.packages("remotes") # if necessary
remotes::install_github("lmullen/gender")
remotes::install_github("lmullen/genderdata")Be sure to never include install commands in an RMD doc unless you include the chunk argument eval=F because it will create errors while knitting.
library( dplyr )
library( pander )
library( knitr )
library( gender )You will create helper functions to clean and process data using instructions below. These will all be stored in a “utilities” file called utils.R and loaded into your report template using the source command:
source( "utils.R" )We will be using the ASU salaries database distributed by the The State Press, and Arizona newspaper:
https://www.statepress.com/article/2017/04/spinvestigative-salary-database
Since ASU is a public university salary data is in the public domain, though the university doesn’t release it directly to the public. The State Press likely does a Freedom of Information request each year, cleans the data, and adds it to their online database of salaries (a google spreadsheet with several tabs):
We can use information embedded in this web link to create a convenient import command in R:
# WE NEED THE FORMAT:
# https://docs.google.com/spreadsheets/d/<KEY>/export?gid=<GID>&format=csv
#
# where <KEY> and <GID> can be obtained from the base URL:
# https://docs.google.com/spreadsheets/d/<KEY>/edit#gid=<GID>
URL <- 'https://docs.google.com/spreadsheets/d/1RoiO9bfpbXowprWdZrgtYXG9_WuK3NFemwlvDGdym7E/export?gid=1335284952&format=csv'
d <- read.csv( URL )
head( d ) %>% pander()| Calendar.Year | Full.Name | Job.Description |
|---|---|---|
| 2020 | ABBASI, Mohammad | Research/Lab Assistant |
| 2020 | ARQUIZA, Jose Maria Reynaldo Apollo | Lecturer |
| 2020 | Aaberg, Kelsea | Student Support Specialist |
| 2020 | Abadjivor, Enyah | Project Manager |
| 2020 | Abayesu, Precious | Management Intern |
| 2020 | Abbas, James | Assoc Professor |
| Department.Description | Salary | FTE |
|---|---|---|
| Sch Biological & Hlth Sys Engr | $35,090.00 | 100 |
| Sch Biological & Hlth Sys Engr | $71,400.00 | 100 |
| Admission Services | $36,000.00 | 100 |
| CASGE Tempe | $64,000.00 | 100 |
| Health & Clinical Partnerships | $20,800.00 | 50 |
| Sch Biological & Hlth Sys Engr | $107,195.00 | 100 |
You need to write a name parsing function that will take a Full.Name as the argument and return only the first name.
Note that the Full.Name variable has the format: LAST_NAME, FIRST_NAME MIDDLE_NAME
top.25 <- head( d$Full.Name,25 )
first.25 <- get_first_name( name=top.25 )
data.frame( top.25, first.25 ) %>% pander()| top.25 | first.25 |
|---|---|
| ABBASI, Mohammad | Mohammad |
| ARQUIZA, Jose Maria Reynaldo Apollo | Jose |
| Aaberg, Kelsea | Kelsea |
| Abadjivor, Enyah | Enyah |
| Abayesu, Precious | Precious |
| Abbas, James | James |
| Abbaszadegan, Morteza | Morteza |
| Abbe, Scott | Scott |
| Abbl, Norma | Norma |
| Abbott, Joshua | Joshua |
| Abbott, Joshua | Joshua |
| Abdollahi, Amir | Amir |
| Abdou, Olgeanna | Olgeanna |
| Abdurhman, Abdurazak | Abdurazak |
| Abel, John | John |
| Abele, Kelsey | Kelsey |
| Aberle, James | James |
| Abhyankar, Aditya | Aditya |
| Abi Karam, Karam | Karam |
| AbiNader, Millan | Millan |
| Aboalam, Safaa | Safaa |
| Abraha, Naomi | Naomi |
| Abramchuk, Mykola | Mykola |
| Abrams, Cristen | Cristen |
| Abrams, Kristen | Kristen |
The database does not provide the gender of the employees, but that’s alright because we can code these ourselves once we have first names isolated.
The gender package allows us to query a database of US birth certificates to see the most likely gender of someone with a specific first name.
library( gender )
# need to save first names for the merge
d$first.name <- get_first_name( name=d$Full.Name )
# create a list of unique first names in the data
unique.first.names <- unique( d$first.name )
# get gender data from US Social Security Admin
gen <- gender( unique.first.names )
head( gen ) %>% pander()| name | proportion_male | proportion_female | gender | year_min | year_max |
|---|---|---|---|---|---|
| Aaron | 0.9918 | 0.0082 | male | 1932 | 2012 |
| Abba | 1 | 0 | male | 1932 | 2012 |
| Abbey | 0.0017 | 0.9983 | female | 1932 | 2012 |
| Abbie | 0.0088 | 0.9912 | female | 1932 | 2012 |
| Abby | 0.003 | 0.997 | female | 1932 | 2012 |
| Abdel | 1 | 0 | male | 1932 | 2012 |
You then need to add gender to the salary dataset by merging the gender data frame with the salary data using first names as the unique key. Make sure you do not drop observations from the salary database.
If the name was not found in the US names database the gender will be coded as NA. Replace all of these cases with the label “uncoded”.
d$gender[ is.na(d$gender) ] <- "uncoded"
d$gender <- factor( d$gender, levels=c("male","female","uncoded") )We are interested in five categories of job titles but the job description field is not standardized across the university. Here is a quick crosswalk, likely missing some cases and with some errors but good enough for a first pass.
Convert these steps into a code_titles() function that can be stored in utils.R.
title <- rep( "", nrow(d) )
title[ grepl( "^Asst Professor$", d$Job.Description ) ] <- "Assistant Professor"
title[ grepl( "^Assoc Professor$", d$Job.Description ) ] <- "Associate Professor"
title[ grepl( "^Professor$", d$Job.Description ) ] <- "Full Professor"
title[ grepl( "Regents Professor", d$Job.Description ) ] <- "Full Professor"
title[ grepl( "President's Professor", d$Job.Description ) ] <- "Full Professor"
title[ grepl( "^Postdoctoral Research Scholar$", d$Job.Description ) ] <- "Researcher"
title[ grepl( "Research Specialist", d$Job.Description ) ] <- "Researcher"
title[ grepl( "Research Analyst", d$Job.Description ) ] <- "Researcher"
title[ grepl( "Postdoctoral Scholar", d$Job.Description ) ] <- "Researcher"
title[ grepl( "Research Scientist", d$Job.Description ) ] <- "Researcher"
title[ grepl( "Research Professional", d$Job.Description ) ] <- "Researcher"
title[ grepl( "Research Professor", d$Job.Description ) ] <- "Researcher"
title[ grepl( "^Instructor$", d$Job.Description ) ] <- "Teaching Faculty"
title[ grepl( "Clinical .+ Professor", d$Job.Description ) ] <- "Teaching Faculty"
title[ grepl( "Lecturer$", d$Job.Description ) ] <- "Teaching Faculty"
title[ grepl( "^Lecturer Sr$", d$Job.Description ) ] <- "Teaching Faculty"
title[ grepl( "^Principal Lecturer$", d$Job.Description ) ] <- "Teaching Faculty"
title[ grepl( "Professor of Practice", d$Job.Description ) ] <- "Teaching Faculty"
d$title <- factor( title,
levels=c("Full Professor","Associate Professor",
"Assistant Professor","Teaching Faculty",
"Researcher" ) )Note the format of Salaries in the database. Since it has a dollar sign and comma it is understood to be a text field. As a result, we cannot compute basic statistics like the median salary, and we also cannot recast it easily.
head( d$Salary )## [1] "$111,133.00" "$46,275.00" "$37,717.00" "$53,710.00" "$91,000.00"
## [6] "$107,160.00"
head( d$Salary ) %>% as.numeric()## [1] NA NA NA NA NA NA
Write a function to remove the dollar sign and comma from the strings and return a numeric salary vector. Store this in your utils.R file and use it to create a new variable called “salary” (no uppercase S):
d$salary <- convert_currency( d$Salary )We want FTE salaries, or what the salary each person would earn if they are working full-time (FTE=100).
Normalize the new salary variable so that it represents everyone’s FTE salary:
salary <- salary / (d$FTE / 100)
d$salary <- salaryConvert this step into a function and store it in utils.R.
Many university units are administrative and not academic, so we need to select a set of academic units for the report. A list is provided for you below.
Drop employees that don’t fit into the defined title categories:
academic.units <-
c("CISA-Intrdisp Hum & Comm", "CISA-Science & Mathmatics",
"College of Health Solutions MS", "College of Health Solutions NT",
"College of Health Solutions SH", "College Of Law", "English", "Hugh Downs School Of Comm",
"Humanities Arts & Cultural", "Journalism & Mass Comm", "Ldrshp and Integrative Studies",
"Math & Natural Sciences Div", "MDT Music", "Physics Department",
"Psychology", "Sch Biological & Hlth Sys Engr", "Sch Compt Infor & Dec Sys Engr",
"Sch Elect Comptr & Energy Engr", "Sch Engr Matter Trnsprt Energy",
"Sch Future of Innov in Society", "Sch Sustain Engr & Built Envrn",
"School Of Art", "School of Criminology & Crim J", "School Of Earth & Space Explor",
"School of Geog Sci & Urban Pln", "School of Math & Stat Sciences",
"School of Molecular Sciences", "School of Politics & Global St",
"School Of Public Affairs", "School of Social Transform", "School Of Social Work",
"SHPRS History Faculty", "Social & Behavioral Sciences", "Sols Administration & Faculty",
"SOS Faculty & Researchers", "The Design School", "The Sanford School",
"WPC Accountancy", "WPC Economics", "WPC Information Systems",
"WPC Management", "WPC Supply Chain Management")
d2 <-
d %>%
filter( title != "" ) %>%
filter( Department.Description %in% academic.units ) %>%
arrange( Department.Description, title )
nrow( d2 )## [1] 2459
head( d2 ) %>% pander()| first.name | Calendar.Year | Full.Name | Job.Description |
|---|---|---|---|
| Barry | 2020 | Maid, Barry | Professor |
| Brooks | 2020 | Simpson, Brooks | Professor |
| Eva | 2020 | Brumberger, Eva | Professor |
| Ian | 2020 | Moulton, Ian | Professor |
| Jewell | 2020 | Rhodes, Jewell | Professor |
| Claire | 2020 | Lauer, Claire | Assoc Professor |
| Department.Description | Salary | FTE | gender | proportion_female |
|---|---|---|---|---|
| CISA-Intrdisp Hum & Comm | $54,050.00 | 50 | male | 0.0045 |
| CISA-Intrdisp Hum & Comm | $145,610.00 | 100 | male | 0.0647 |
| CISA-Intrdisp Hum & Comm | $106,350.00 | 100 | female | 0.9963 |
| CISA-Intrdisp Hum & Comm | $100,000.00 | 100 | male | 0.0038 |
| CISA-Intrdisp Hum & Comm | $297,000.00 | 100 | female | 0.8463 |
| CISA-Intrdisp Hum & Comm | $90,150.00 | 100 | female | 0.9939 |
| title | salary |
|---|---|
| Full Professor | 108100 |
| Full Professor | 145610 |
| Full Professor | 106350 |
| Full Professor | 1e+05 |
| Full Professor | 297000 |
| Associate Professor | 90150 |
Create a table of salary iq-range (25th quantile to 75th quantile) that is broken out by rank (title) and gender:
The p variable represents the proportion of total employees within each group.
Turn this into a create_salary_table() function and store it in utils.R.
t.salary <-
d2 %>%
group_by( title, gender ) %>%
summarize( q25=quantile(salary,0.25),
q50=quantile(salary,0.50),
q75=quantile(salary,0.75),
n=n(),
p= round( n/nrow(d), 3) ) %>%
ungroup()
pander( t.salary )| title | gender | q25 | q50 | q75 | n | p |
|---|---|---|---|---|---|---|
| Full Professor | male | 118849 | 141274 | 175000 | 338 | 0.027 |
| Full Professor | female | 110700 | 129943 | 160387 | 141 | 0.011 |
| Full Professor | uncoded | 132146 | 154223 | 188113 | 56 | 0.004 |
| Associate Professor | male | 95000 | 105890 | 122268 | 229 | 0.018 |
| Associate Professor | female | 89830 | 98846 | 112949 | 180 | 0.014 |
| Associate Professor | uncoded | 101200 | 111022 | 121064 | 52 | 0.004 |
| Assistant Professor | male | 83314 | 94400 | 101950 | 147 | 0.012 |
| Assistant Professor | female | 82000 | 87107 | 94300 | 141 | 0.011 |
| Assistant Professor | uncoded | 86775 | 96500 | 100500 | 66 | 0.005 |
| Teaching Faculty | male | 49000 | 57500 | 86468 | 319 | 0.025 |
| Teaching Faculty | female | 48600 | 54000 | 67961 | 378 | 0.03 |
| Teaching Faculty | uncoded | 48980 | 55000 | 86791 | 57 | 0.005 |
| Researcher | male | 50123 | 59483 | 71952 | 169 | 0.013 |
| Researcher | female | 50444 | 55699 | 68216 | 114 | 0.009 |
| Researcher | uncoded | 49007 | 52773 | 60869 | 72 | 0.006 |
I have provided you with functions to create graph of salaries of instructors, assistants, associate, and full professors in each unit reporting results by gender.
Note the chunk arguments:
{r, fig.height=7, fig.width=10}
add_position <- function( t, position, y, xmax, scale.f=8 )
{
t.original <- t
t <- filter( t.original, title==position )
dot.size <- 2 + scale.f*sum(t$p)
offset.n <- 1 + sum(t$p)*2
male.median <- NA
n.male <- NA
t <- filter( t.original, title==position & gender == "male" )
if( nrow(t) > 0 )
{
male.median <- t$q50
n.male <- t$n
}
female.median <- NA
n.female <- NA
t <- filter( t.original, title==position & gender == "female" )
if( nrow(t) > 0 )
{
female.median <- t$q50
n.female <- t$n
}
# dumbell plots
segments( x0=female.median, x1=male.median, y0=y,
col=gray(0.3,0.5), lwd=7 )
points( male.median, y,
col=adjustcolor( "darkblue", alpha.f = 0.5),
pch=19, cex=dot.size )
points( female.median, y,
col=adjustcolor( "firebrick", alpha.f = 0.5),
pch=19, cex=dot.size )
pos.f <- 2
pos.m <- 4
if( ! ( is.na(female.median) | is.na(male.median) ) )
{
pos.f <- ifelse( female.median > male.median, 4, 2 )
pos.m <- ifelse( female.median > male.median, 2, 4 )
}
# add salaries to right and left
text( female.median, y, paste0("$",round(female.median/1000,0),"k"),
col=adjustcolor( "firebrick", alpha.f = 0.7),
cex=1.2, pos=pos.f, offset=offset.n )
text( male.median, y, paste0("$",round(male.median/1000,0),"k"),
col=adjustcolor( "darkblue", alpha.f = 0.7),
cex=1.2, pos=pos.m, offset=offset.n )
# add faculty counts
n.female <- ifelse( is.na(n.female), 0, n.female )
n.female <- ifelse( nchar(n.female)==1,
paste0( " ", n.female), n.female )
n.male <- ifelse( is.na(n.male), 0, n.male )
n.male <- ifelse( nchar(n.male)==1,
paste0( " ", n.male), n.male )
text( xmax-0.1*xmax, y+0.14, paste0( "f = ", n.female),
col="gray50", cex=1.1, pos=4 )
text( xmax-0.1*xmax, y-0.14, paste0( "m = ", n.male),
col="gray50", cex=1.1, pos=4 )
axis( side=2, at=y, labels=position,
las=2, tick=F, cex.axis=1.5, col.axis="gray50" )
}
build_graph <- function( t.salary, unit )
{
unique.titles <- unique( t.salary$title )
ymax <- length(unique.titles)
xmax <- round( max(t.salary$q50), -3 ) + 50000
color.key.pos <- 40000 + ( xmax - 40000 ) / 2
color.key.inc <- ( xmax - 40000 ) / 10
t.mf <- filter( t.salary, gender %in% c("male","female") )
N <- sum( t.mf$n )
par( mar=c(6,15,4.1,0) )
plot.new()
plot.window( xlim=c(40000-10000,xmax), ylim=c(0,ymax+1) )
abline( v=seq(40000,xmax-40000,20000), lwd=1.5, lty=2, col=gray(0.5,0.5) )
axis( side=1,
at=seq(40000,xmax-40000,20000),
labels=paste0("$",seq(40,(xmax-40000)/1000,20),"k"),
cex.axis=1.1, col.axis="gray40", tick=FALSE )
y <- ymax
if( "Full Professor" %in% unique.titles )
{
add_position( t.salary, position="Full Professor", y, xmax )
y <- y-1
}
if( "Associate Professor" %in% unique.titles )
{
add_position( t.salary, position="Associate Professor", y, xmax )
y <- y-1
}
if( "Assistant Professor" %in% unique.titles )
{
add_position( t.salary, position="Assistant Professor", y, xmax )
y <- y-1
}
if( "Teaching Faculty" %in% unique.titles )
{
add_position( t.salary, position="Teaching Faculty", y, xmax )
y <- y-1
}
if( "Researcher" %in% unique.titles )
{
add_position( t.salary, position="Researcher", y, xmax )
y <- y-1
}
text( color.key.pos + 3*color.key.inc, 0, "MALE",
col=adjustcolor( "darkblue", alpha.f = 0.7), cex=1.2 )
text( color.key.pos + 1.8*color.key.inc, 0, "FEMALE",
col="firebrick", cex=1.2 )
text( xmax - 0.1*xmax, 0, paste0("N = ",N), col="gray40", cex=1.2, pos=4 )
title( main="Median Salary by Rank and Gender", cex.main=1.5, col.main="gray30" )
title( xlab=unit, col.lab="gray50", cex.lab=1.5, line=5 )
title( xlab="dot size represents proportion of faculty at that rank",
col.lab="gray50", cex.lab=0.9 )
return(NULL)
}
### TEST:
# t.salary is the salary table from the previous step
# unit is a category from Department.Description
#
# build_graph( t.salary, unit="Psychology" )
#
d2 %>%
filter( Department.Description == "Psychology" ) %>%
create_table( ) %>%
build_graph( unit="Psychology" )NULL
Create function that generates a table of the top 5 salaries and reports the name, gender, position, and salary of each person on the list.
You might find the following formatting function helpful:
dollarize <- function(x)
{ paste0("$", format( round( x, 0 ), big.mark="," ) ) }
dollarize( x=150000 )## [1] "$150,000"
| Full.Name | gender | Job.Description | salary |
|---|---|---|---|
| Prescott, Edward | male | Regents Professor | $436,101 |
| LePine, Jeffery | male | Professor | $402,257 |
| Panchanathan, Sethuraman | uncoded | Professor | $365,000 |
| Gomez-Mejia, Luis | male | Regents Professor | $361,393 |
| Navrotsky, Alexandra | female | Professor | $358,209 |
Automate the process using a loop to isolate data from each unit, create the two tables and the graph, then add them to the document.
The knitr package has a function called kable that will output nice HTML tables.You can add HTML tables to the RMD through the chunk, then render them to produce nicely-formatted results.
You need to include the chunk argument results=‘asis’ and in order to return the raw text from inside a loop you need to use cat() instead of print():
{r, fig.height=7, fig.width=10, results="asis"}
for( i in academic.units )
{
d3 <- filter( d2, Department.Description == i )
# create the salary summary by rank & gender table
# create the top 5 salaries table
# build the graph
# print the tables:
# cat( paste('<h3>',"TOP FIVE SALARIES",'</h3>' ) )
# cat( t.rank %>% knitr::kable(format="html") )
# cat( '<br><hr><br>' )
}Customize your report by adding a CSS section at the end of the RMD.
Your results should be as close as possible to the format below.
Once you have completed all of these steps move all of your new functions into the utils.R file.
Create an RMD template called salary-report.rmd that will source your custom functions in utils.R and call each in order to clean, augment, and analyze the data. Include a loop at the end that generates a report section for each academic unit.
You can now re-build this report using the render function in the rmarkdown package (this is what is called when you “knit” your RMD doc in R Studio):
# working directory should be the project folder with the reports
rmarkdown::render( input='salary-report.rmd',
output_file = "ASU-2020-Salary-Report.HTML" )Note that so far we have been working with the 2020 salary data that was loaded directly in the RMD doc:
URL <- 'https://docs.google.com/spreadsheets/d/1RoiO9bfpbXowprWdZrgtYXG9_WuK3NFemwlvDGdym7E/export?gid=1335284952&format=csv'
d <- read.csv( URL )Note that the State Press google spreadsheet has multiple years of data organized by tabs.
Each tab has a unique URL, though:
# https://docs.google.com/spreadsheets/d/<KEY>/export?gid=<GID>&format=csv
# where <KEY> and <GID> can be obtained from your navigation's URL,
# https://docs.google.com/spreadsheets/d/<KEY>/edit#gid=<GID>
# NEED DIFFERENT <gid> FOR EACH SHEET
# 2019 sheet: https://docs.google.com/spreadsheets/d/1RoiO9bfpbXowprWdZrgtYXG9_WuK3NFemwlvDGdym7E/edit#gid=1948400967
# 2018 sheet: https://docs.google.com/spreadsheets/d/1RoiO9bfpbXowprWdZrgtYXG9_WuK3NFemwlvDGdym7E/edit#gid=169937930
# etcWe are going to batch process multiple years of reports using functionality in the rmarkdown package.
Batch Process Script:
Create a new R script called "“batch.R”.
Lookup
Generalize the Data URL in the RMD template:
Currently we have a single year of data hard-coded inside the template.
URL <- 'https://docs.google.com/spreadsheets/d/1RoiO9bfpbXowprWdZrgtYXG9_WuK3NFemwlvDGdym7E/export?gid=1335284952&format=csv'
d <- read.csv( URL )We want to change this to a generic URL variable that we can change each time we create a new report.
Add a new params URL field in your YAML header:
---
title: 'CPP 527 Final Project Instructions'
output:
html_document:
theme: readable
highlight: zenburn
toc: true
params:
url:
value: x
---
Change the data load step in your file from an absolute URL to a variable reference.
We can reference the YAML url field in this way:
URL <- params$url
d <- read.csv( URL )The YAML fields in the RMD doc are like argument defaults, but they can be replaced using the params argument in rmarkdown::render inside your batch.R file:
## 2020 REPORT
url.2020 <- "https://docs.google.com/spreadsheets/d/1RoiO9bfpbXowprWdZrgtYXG9_WuK3NFemwlvDGdym7E/export?gid=1335284952&format=csv"
rmarkdown::render( input='salary-report.rmd',
output_file = "ASU-2020-Salary-Report.HTML",
params = list( url = url.2020 ) )
## 2019 REPORT
url.2019 <- "https://docs.google.com/spreadsheets/d/1RoiO9bfpbXowprWdZrgtYXG9_WuK3NFemwlvDGdym7E/edit#gid=1948400967"
rmarkdown::render( input='salary-report.rmd',
output_file = "ASU-2019-Salary-Report.HTML",
params = list( url = url.2019 ) )Instructions:
Find the proper URLs for years 2016-2020.
Use your batch.R file to create a separate report for each year.
Side note: you can alternatively download the full spreadsheet and read tabs with an excel package, but we will use the first approach here.
# download option from linK
# https://docs.google.com/spreadsheets/d/1RoiO9bfpbXowprWdZrgtYXG9_WuK3NFemwlvDGdym7E/export?format=xlsx
# URL <- 'https://docs.google.com/spreadsheets/d/1RoiO9bfpbXowprWdZrgtYXG9_WuK3NFemwlvDGdym7E/export?format=xlsx'
# download.file( URL, "asu-salaries.xlsx" )
# then read into R using read excel package You have the following files:
In the function-demo.rmd file include all of your code and demo each function from Steps 1-10 above so I can see they are working properly.
The salary-report.rmd file, on the other hand, will hide the code so that it generates a clean report. Make sure to suppress warnings and messages as well. The knitr options argument is helpful:
knitr::opts_chunk$set( echo=F, message=F, warning=F )
Zip the nine files above into a project directory and upload to canvas.
Name your files: CPP-527-FINAL-LastName.zip
| Full.Name | gender | Job.Description | salary |
|---|---|---|---|
| Rhodes, Jewell | female | Professor | $297,000 |
| Simpson, Brooks | male | Professor | $145,610 |
| Maid, Barry | male | Professor | $108,100 |
| Brumberger, Eva | female | Professor | $106,350 |
| Moulton, Ian | male | Professor | $100,000 |
| title | gender | q25 | q50 | q75 | n | p |
|---|---|---|---|---|---|---|
| Full Professor | male | $104,050 | $108,100 | $126,855 | 3 | 0.067 |
| Full Professor | female | $154,012 | $201,675 | $249,338 | 2 | 0.044 |
| Associate Professor | male | $ 94,612 | $ 94,612 | $ 94,612 | 1 | 0.022 |
| Associate Professor | female | $ 88,762 | $ 89,225 | $ 89,688 | 2 | 0.044 |
| Assistant Professor | male | $ 73,512 | $ 74,025 | $ 74,512 | 3 | 0.067 |
| Assistant Professor | female | $ 72,100 | $ 72,200 | $ 74,375 | 3 | 0.067 |
| Assistant Professor | uncoded | $ 65,000 | $ 65,000 | $ 65,000 | 1 | 0.022 |
| Teaching Faculty | male | $ 48,218 | $ 48,740 | $ 48,897 | 9 | 0.200 |
| Teaching Faculty | female | $ 47,338 | $ 48,845 | $ 51,706 | 20 | 0.444 |
| Teaching Faculty | uncoded | $ 48,980 | $ 48,980 | $ 48,980 | 1 | 0.022 |
| Full.Name | gender | Job.Description | salary |
|---|---|---|---|
| Sagers, Cynthia | female | Professor | $123,750 |
| Zandieh, Michelle | female | Professor | $113,288 |
| Shovkovy, Igor | male | Professor | $107,675 |
| Kang, Yun | female | Professor | $103,330 |
| Sukharev, Maxim | male | Professor | $103,096 |
| title | gender | q25 | q50 | q75 | n | p |
|---|---|---|---|---|---|---|
| Full Professor | male | $104,241 | $105,386 | $106,530 | 2 | 0.053 |
| Full Professor | female | $108,309 | $113,288 | $118,519 | 3 | 0.079 |
| Associate Professor | male | $ 89,752 | $ 95,208 | $ 95,847 | 3 | 0.079 |
| Associate Professor | female | $ 93,698 | $ 94,882 | $ 96,066 | 2 | 0.053 |
| Associate Professor | uncoded | $ 90,333 | $ 90,333 | $ 90,333 | 1 | 0.026 |
| Assistant Professor | male | $ 82,780 | $ 83,628 | $ 84,814 | 3 | 0.079 |
| Assistant Professor | female | $ 81,357 | $ 82,714 | $ 84,070 | 2 | 0.053 |
| Assistant Professor | uncoded | $ 84,536 | $ 85,024 | $ 85,512 | 2 | 0.053 |
| Teaching Faculty | male | $ 48,925 | $ 50,000 | $ 58,082 | 9 | 0.237 |
| Teaching Faculty | female | $ 48,686 | $ 48,925 | $ 56,949 | 7 | 0.184 |
| Teaching Faculty | uncoded | $ 48,106 | $ 48,350 | $ 49,275 | 3 | 0.079 |
| Researcher | female | $ 58,000 | $ 58,000 | $ 58,000 | 1 | 0.026 |
| Full.Name | gender | Job.Description | salary |
|---|---|---|---|
| Gaesser, Glenn | male | Professor | $162,943 |
| Adams, Marc | male | Assoc Professor | $120,280 |
| Siegler, Jason | male | Assoc Professor | $115,000 |
| Huberty, Jennifer | female | Assoc Professor | $103,650 |
| Peterson, Daniel | male | Asst Professor | $ 98,500 |
| title | gender | q25 | q50 | q75 | n | p |
|---|---|---|---|---|---|---|
| Full Professor | male | $162,943 | $162,943 | $162,943 | 1 | 0.031 |
| Associate Professor | male | $ 97,398 | $115,000 | $117,640 | 3 | 0.094 |
| Associate Professor | female | $ 92,248 | $ 93,299 | $ 96,112 | 4 | 0.125 |
| Assistant Professor | male | $ 92,125 | $ 94,250 | $ 96,375 | 2 | 0.062 |
| Assistant Professor | female | $ 88,000 | $ 88,000 | $ 88,000 | 1 | 0.031 |
| Teaching Faculty | male | $ 53,062 | $ 59,000 | $ 63,550 | 7 | 0.219 |
| Teaching Faculty | female | $ 54,500 | $ 55,215 | $ 57,482 | 11 | 0.344 |
| Researcher | female | $ 48,789 | $ 50,000 | $ 51,352 | 3 | 0.094 |
| Full.Name | gender | Job.Description | salary |
|---|---|---|---|
| Ohri-Vachaspati, Punam | female | Professor | $165,543 |
| Wang, Shu | male | Professor | $160,000 |
| Banks, Dorothy | female | Professor | $140,000 |
| Bruening, Meredith | female | Assoc Professor | $120,280 |
| Vega-Lopez, Sonia | female | Assoc Professor | $113,460 |
| title | gender | q25 | q50 | q75 | n | p |
|---|---|---|---|---|---|---|
| Full Professor | male | $160,000 | $160,000 | $160,000 | 1 | 0.032 |
| Full Professor | female | $146,386 | $152,772 | $159,157 | 2 | 0.065 |
| Associate Professor | female | $105,589 | $106,665 | $113,460 | 5 | 0.161 |
| Assistant Professor | female | $ 89,000 | $ 89,000 | $ 89,000 | 1 | 0.032 |
| Assistant Professor | uncoded | $ 94,700 | $ 94,700 | $ 94,700 | 1 | 0.032 |
| Teaching Faculty | female | $ 54,125 | $ 58,600 | $ 63,792 | 17 | 0.548 |
| Researcher | male | $ 48,113 | $ 48,742 | $ 49,371 | 2 | 0.065 |
| Researcher | female | $ 63,650 | $ 66,100 | $ 68,550 | 2 | 0.065 |
| Full.Name | gender | Job.Description | salary |
|---|---|---|---|
| Yost, William | male | Research Professor (FSC) | $189,888 |
| Scherer, Nancy | female | Professor | $156,634 |
| Gray, Shelley | female | Professor | $147,400 |
| Berisha, Visar | uncoded | Assoc Professor | $118,400 |
| Schatzki, MariaRita | uncoded | Clinical Assoc Professor (FSC) | $106,308 |
| title | gender | q25 | q50 | q75 | n | p |
|---|---|---|---|---|---|---|
| Full Professor | female | $149,708 | $152,017 | $154,326 | 2 | 0.065 |
| Associate Professor | male | $101,397 | $101,397 | $101,397 | 1 | 0.032 |
| Associate Professor | female | $100,354 | $101,709 | $101,854 | 3 | 0.097 |
| Associate Professor | uncoded | $118,400 | $118,400 | $118,400 | 1 | 0.032 |
| Assistant Professor | male | $ 98,000 | $ 98,000 | $ 98,000 | 1 | 0.032 |
| Assistant Professor | female | $ 98,050 | $ 98,200 | $ 98,350 | 2 | 0.065 |
| Teaching Faculty | female | $ 77,500 | $ 80,000 | $ 84,780 | 13 | 0.419 |
| Teaching Faculty | uncoded | $106,308 | $106,308 | $106,308 | 1 | 0.032 |
| Researcher | male | $ 39,520 | $ 41,600 | $115,744 | 3 | 0.097 |
| Researcher | female | $ 49,430 | $ 51,652 | $ 55,943 | 4 | 0.129 |
| Full.Name | gender | Job.Description | salary |
|---|---|---|---|
| Bodansky, Daniel | male | Regents Professor | $274,000 |
| Banks, Angela | female | Professor | $255,250 |
| Roberts, Lawrence | male | Professor of Practice | $250,000 |
| Selmi, Michael | male | Professor | $225,000 |
| Saks, Michael | male | Regents Professor | $222,549 |
| title | gender | q25 | q50 | q75 | n | p |
|---|---|---|---|---|---|---|
| Full Professor | male | $165,754 | $169,350 | $183,774 | 14 | 0.298 |
| Full Professor | female | $160,841 | $162,996 | $174,498 | 6 | 0.128 |
| Associate Professor | male | $135,750 | $138,000 | $151,869 | 6 | 0.128 |
| Associate Professor | female | $149,830 | $156,460 | $156,476 | 3 | 0.064 |
| Associate Professor | uncoded | $ 93,876 | $ 93,876 | $ 93,876 | 1 | 0.021 |
| Teaching Faculty | male | $ 68,000 | $103,710 | $214,000 | 9 | 0.191 |
| Teaching Faculty | female | $ 67,250 | $ 68,000 | $ 87,500 | 6 | 0.128 |
| Teaching Faculty | uncoded | $150,000 | $150,000 | $150,000 | 1 | 0.021 |
| Researcher | male | $ 45,000 | $ 45,000 | $ 45,000 | 1 | 0.021 |
| Full.Name | gender | Job.Description | salary |
|---|---|---|---|
| Bate, Andrew | male | Professor | $250,000 |
| Diaz, Natalie | female | Assoc Professor | $210,200 |
| Justice, George | male | Professor | $186,000 |
| Bjork, Robert | male | Professor | $163,750 |
| Looser, Devoney | female | Professor | $160,387 |
| title | gender | q25 | q50 | q75 | n | p |
|---|---|---|---|---|---|---|
| Full Professor | male | $105,893 | $116,259 | $138,985 | 19 | 0.128 |
| Full Professor | female | $111,050 | $122,425 | $130,020 | 13 | 0.087 |
| Associate Professor | male | $ 92,994 | $ 93,820 | $ 95,142 | 11 | 0.074 |
| Associate Professor | female | $ 88,408 | $ 95,862 | $ 97,316 | 9 | 0.060 |
| Assistant Professor | male | $ 78,900 | $ 79,500 | $ 80,000 | 5 | 0.034 |
| Assistant Professor | female | $ 80,046 | $ 81,246 | $ 82,131 | 8 | 0.054 |
| Assistant Professor | uncoded | $102,000 | $102,000 | $102,000 | 1 | 0.007 |
| Teaching Faculty | male | $ 49,000 | $ 52,100 | $ 52,600 | 32 | 0.215 |
| Teaching Faculty | female | $ 49,000 | $ 52,600 | $ 52,600 | 46 | 0.309 |
| Teaching Faculty | uncoded | $ 49,000 | $ 51,600 | $ 52,600 | 5 | 0.034 |
| Full.Name | gender | Job.Description | salary |
|---|---|---|---|
| Lederman, Linda | female | Professor | $220,000 |
| Tracy, Sarah | female | Professor | $135,670 |
| Corman, Steven | male | Professor | $130,500 |
| Alberts, Janet | female | President’s Professor | $129,300 |
| Roberto, Anthony | male | Professor | $119,450 |
| title | gender | q25 | q50 | q75 | n | p |
|---|---|---|---|---|---|---|
| Full Professor | male | $115,870 | $119,450 | $124,975 | 3 | 0.056 |
| Full Professor | female | $111,178 | $120,955 | $134,078 | 6 | 0.111 |
| Associate Professor | male | $ 95,050 | $ 97,700 | $ 98,185 | 3 | 0.056 |
| Associate Professor | female | $100,600 | $100,600 | $100,600 | 1 | 0.019 |
| Associate Professor | uncoded | $ 89,907 | $ 89,978 | $ 90,048 | 2 | 0.037 |
| Assistant Professor | male | $ 74,500 | $ 74,500 | $ 74,500 | 1 | 0.019 |
| Assistant Professor | female | $ 75,350 | $ 76,700 | $ 78,350 | 3 | 0.056 |
| Assistant Professor | uncoded | $ 77,300 | $ 77,300 | $ 77,300 | 1 | 0.019 |
| Teaching Faculty | male | $ 46,890 | $ 47,190 | $ 47,190 | 13 | 0.241 |
| Teaching Faculty | female | $ 45,000 | $ 47,050 | $ 47,190 | 20 | 0.370 |
| Teaching Faculty | uncoded | $ 46,200 | $ 46,200 | $ 46,200 | 1 | 0.019 |
| Full.Name | gender | Job.Description | salary |
|---|---|---|---|
| Matustik, Martin | male | Professor | $138,300 |
| Brashears, William | male | Clinical Asst Professor (FSC) | $116,400 |
| Pagan, Eduardo | male | Assoc Professor | $114,900 |
| Lerman, Richard | male | Professor | $106,390 |
| Hanlon, Christopher | male | Professor | $105,275 |
| title | gender | q25 | q50 | q75 | n | p |
|---|---|---|---|---|---|---|
| Full Professor | male | $103,656 | $105,832 | $114,368 | 4 | 0.077 |
| Full Professor | female | $ 97,540 | $ 99,556 | $100,198 | 6 | 0.115 |
| Associate Professor | male | $ 88,016 | $ 88,335 | $ 91,288 | 8 | 0.154 |
| Associate Professor | female | $ 85,325 | $ 86,620 | $ 88,704 | 10 | 0.192 |
| Assistant Professor | male | $ 75,830 | $ 75,830 | $ 75,830 | 1 | 0.019 |
| Assistant Professor | female | $ 75,750 | $ 75,750 | $ 75,750 | 1 | 0.019 |
| Teaching Faculty | male | $ 48,300 | $ 48,470 | $ 77,845 | 5 | 0.096 |
| Teaching Faculty | female | $ 46,800 | $ 48,550 | $ 48,712 | 15 | 0.288 |
| Teaching Faculty | uncoded | $ 48,338 | $ 50,546 | $ 52,753 | 2 | 0.038 |
| Full.Name | gender | Job.Description | salary |
|---|---|---|---|
| Misner, John | male | Professor of Practice (FSC) | $196,223 |
| Beelman, Maud | female | Professor of Practice (FSC) | $185,000 |
| Cohen, Sarah | female | Professor | $157,579 |
| Wallace, Julia | female | Professor of Practice | $156,259 |
| Downie, Leonard | male | Professor of Practice | $155,448 |
| title | gender | q25 | q50 | q75 | n | p |
|---|---|---|---|---|---|---|
| Full Professor | male | $ 93,289 | $ 95,845 | $111,393 | 3 | 0.068 |
| Full Professor | female | $157,579 | $157,579 | $157,579 | 1 | 0.023 |
| Associate Professor | male | $ 70,154 | $ 70,963 | $ 75,479 | 3 | 0.068 |
| Associate Professor | female | $ 74,789 | $ 80,611 | $ 88,440 | 6 | 0.136 |
| Associate Professor | uncoded | $ 89,635 | $ 89,635 | $ 89,635 | 1 | 0.023 |
| Assistant Professor | male | $ 69,216 | $ 70,122 | $ 71,027 | 2 | 0.045 |
| Assistant Professor | female | $ 67,591 | $ 67,591 | $ 67,591 | 1 | 0.023 |
| Teaching Faculty | male | $ 92,362 | $120,866 | $142,197 | 12 | 0.273 |
| Teaching Faculty | female | $104,105 | $115,591 | $143,440 | 15 | 0.341 |
| Full.Name | gender | Job.Description | salary |
|---|---|---|---|
| Akpan, Patience | female | Assoc Professor | $89,000 |
| Bates, Denise | female | Asst Professor | $73,429 |
| Giron, Angela | female | Clinical Asst Professor (FSC) | $71,722 |
| Castillo, Elizabeth | female | Asst Professor | $70,749 |
| Trinh, Mai | female | Asst Professor | $70,740 |
| title | gender | q25 | q50 | q75 | n | p |
|---|---|---|---|---|---|---|
| Associate Professor | male | $43,985 | $43,985 | $43,985 | 1 | 0.026 |
| Associate Professor | female | $89,000 | $89,000 | $89,000 | 1 | 0.026 |
| Assistant Professor | male | $70,653 | $70,653 | $70,653 | 1 | 0.026 |
| Assistant Professor | female | $70,744 | $70,749 | $72,089 | 3 | 0.079 |
| Teaching Faculty | male | $48,524 | $49,623 | $53,936 | 16 | 0.421 |
| Teaching Faculty | female | $48,839 | $50,796 | $54,494 | 14 | 0.368 |
| Teaching Faculty | uncoded | $47,080 | $47,159 | $47,238 | 2 | 0.053 |
| Full.Name | gender | Job.Description | salary |
|---|---|---|---|
| Dietrich, Suzanne | female | Professor | $127,995 |
| Camacho, Erika | female | Professor | $121,440 |
| Kanthaswamy, Sreetharan | uncoded | Professor | $117,645 |
| Sullivan, Brian | male | Professor | $111,420 |
| Marshall, Pamela | female | Professor | $107,234 |
| title | gender | q25 | q50 | q75 | n | p |
|---|---|---|---|---|---|---|
| Full Professor | male | $ 91,243 | $104,397 | $105,975 | 5 | 0.081 |
| Full Professor | female | $114,337 | $121,440 | $124,718 | 3 | 0.048 |
| Full Professor | uncoded | $100,774 | $106,398 | $112,022 | 2 | 0.032 |
| Associate Professor | male | $ 89,577 | $ 90,402 | $ 91,915 | 5 | 0.081 |
| Associate Professor | female | $ 95,773 | $ 97,358 | $ 98,546 | 4 | 0.065 |
| Associate Professor | uncoded | $100,166 | $100,166 | $100,166 | 1 | 0.016 |
| Assistant Professor | male | $ 86,750 | $ 87,000 | $ 88,077 | 4 | 0.065 |
| Assistant Professor | female | $ 88,000 | $ 90,000 | $ 91,599 | 5 | 0.081 |
| Assistant Professor | uncoded | $ 89,062 | $ 91,125 | $ 93,188 | 2 | 0.032 |
| Teaching Faculty | male | $ 45,000 | $ 47,275 | $ 55,250 | 12 | 0.194 |
| Teaching Faculty | female | $ 45,000 | $ 47,450 | $ 53,322 | 16 | 0.258 |
| Teaching Faculty | uncoded | $ 57,684 | $ 57,684 | $ 57,684 | 1 | 0.016 |
| Researcher | male | $ 62,600 | $ 62,600 | $ 62,600 | 1 | 0.016 |
| Researcher | uncoded | $ 60,000 | $ 60,000 | $ 60,000 | 1 | 0.016 |
| Full.Name | gender | Job.Description | salary |
|---|---|---|---|
| Marshall, Kimberly | female | Professor | $121,288 |
| Roumain, Daniel | male | Professor of Practice, MY | $121,185 |
| Spring, Robert | male | Professor | $115,305 |
| Meyer, Jeffery | male | Assoc Professor | $112,325 |
| DeMaris, Brian | male | Assoc Professor | $109,184 |
| title | gender | q25 | q50 | q75 | n | p |
|---|---|---|---|---|---|---|
| Full Professor | male | $87,016 | $92,271 | $ 94,935 | 13 | 0.200 |
| Full Professor | female | $87,690 | $92,661 | $ 94,540 | 7 | 0.108 |
| Full Professor | uncoded | $91,886 | $91,886 | $ 91,886 | 1 | 0.015 |
| Associate Professor | male | $84,210 | $91,956 | $102,092 | 7 | 0.108 |
| Associate Professor | female | $73,313 | $76,250 | $ 77,679 | 6 | 0.092 |
| Assistant Professor | male | $63,254 | $65,072 | $ 72,190 | 11 | 0.169 |
| Assistant Professor | female | $63,145 | $64,666 | $ 70,575 | 6 | 0.092 |
| Teaching Faculty | male | $54,625 | $63,549 | $ 74,504 | 10 | 0.154 |
| Teaching Faculty | female | $58,056 | $65,251 | $ 69,239 | 4 | 0.062 |
| Full.Name | gender | Job.Description | salary |
|---|---|---|---|
| Ritchie, Barry | male | Professor | $233,201 |
| Nemanich, Robert | male | Regents Professor | $210,580 |
| Smith, David | male | Regents Professor | $184,222 |
| Spence, John | male | Regents Professor | $184,200 |
| Liu, Jingyue | uncoded | Professor | $180,825 |
| title | gender | q25 | q50 | q75 | n | p |
|---|---|---|---|---|---|---|
| Full Professor | male | $120,494 | $140,799 | $175,535 | 18 | 0.257 |
| Full Professor | female | $112,269 | $112,880 | $113,490 | 2 | 0.029 |
| Full Professor | uncoded | $104,376 | $118,932 | $149,878 | 3 | 0.043 |
| Associate Professor | male | $108,413 | $111,662 | $114,505 | 8 | 0.114 |
| Associate Professor | female | $105,700 | $105,700 | $105,700 | 1 | 0.014 |
| Assistant Professor | male | $ 92,000 | $ 92,500 | $ 92,800 | 5 | 0.071 |
| Assistant Professor | female | $ 93,500 | $ 93,500 | $ 93,650 | 3 | 0.043 |
| Teaching Faculty | male | $ 46,667 | $ 46,667 | $ 46,667 | 1 | 0.014 |
| Teaching Faculty | female | $ 58,200 | $ 58,200 | $ 58,200 | 1 | 0.014 |
| Researcher | male | $ 51,500 | $ 55,800 | $ 78,800 | 14 | 0.200 |
| Researcher | female | $ 47,957 | $ 50,450 | $ 51,563 | 6 | 0.086 |
| Researcher | uncoded | $ 47,476 | $ 49,700 | $ 51,498 | 8 | 0.114 |
| Full.Name | gender | Job.Description | salary |
|---|---|---|---|
| McNamara, Danielle | female | Professor | $227,000 |
| Chassin, Laurie | female | Regents Professor | $226,418 |
| Eisenberg, Nancy | female | Regents Professor | $200,336 |
| Mackinnon, David | male | Professor | $177,750 |
| Kenrick, Douglas | male | President’s Professor | $176,765 |
| title | gender | q25 | q50 | q75 | n | p |
|---|---|---|---|---|---|---|
| Full Professor | male | $121,920 | $133,778 | $164,629 | 14 | 0.179 |
| Full Professor | female | $145,685 | $161,320 | $206,856 | 8 | 0.103 |
| Full Professor | uncoded | $116,114 | $118,250 | $120,386 | 2 | 0.026 |
| Associate Professor | male | $ 98,000 | $106,250 | $112,619 | 9 | 0.115 |
| Associate Professor | female | $108,367 | $113,215 | $121,520 | 5 | 0.064 |
| Associate Professor | uncoded | $111,780 | $111,780 | $111,780 | 1 | 0.013 |
| Assistant Professor | female | $ 92,000 | $ 92,750 | $ 93,875 | 6 | 0.077 |
| Assistant Professor | uncoded | $ 92,000 | $ 92,000 | $ 92,000 | 1 | 0.013 |
| Teaching Faculty | male | $ 80,702 | $ 85,175 | $ 88,888 | 4 | 0.051 |
| Teaching Faculty | female | $ 56,762 | $ 59,167 | $ 61,322 | 4 | 0.051 |
| Teaching Faculty | uncoded | $ 57,192 | $ 57,795 | $ 58,398 | 2 | 0.026 |
| Researcher | male | $ 56,352 | $ 60,000 | $ 84,443 | 3 | 0.038 |
| Researcher | female | $ 50,004 | $ 52,251 | $ 78,000 | 17 | 0.218 |
| Researcher | uncoded | $ 90,534 | $108,289 | $126,044 | 2 | 0.026 |
| Full.Name | gender | Job.Description | salary |
|---|---|---|---|
| Kleim, Jeffrey | male | Assoc Professor | $159,301 |
| Tyler, William | male | Assoc Professor | $148,600 |
| Lockhart, Thurmon | male | Professor | $135,000 |
| Stabenfeldt, Sarah | female | Assoc Professor | $125,833 |
| Sadleir, Rosalind | female | Assoc Professor | $124,428 |
| title | gender | q25 | q50 | q75 | n | p |
|---|---|---|---|---|---|---|
| Full Professor | male | $135,000 | $135,000 | $135,000 | 1 | 0.024 |
| Associate Professor | male | $107,706 | $117,972 | $121,982 | 11 | 0.262 |
| Associate Professor | female | $124,058 | $124,428 | $125,130 | 3 | 0.071 |
| Associate Professor | uncoded | $111,557 | $111,557 | $111,557 | 1 | 0.024 |
| Assistant Professor | male | $ 97,250 | $ 98,000 | $103,692 | 4 | 0.095 |
| Assistant Professor | female | $100,365 | $102,126 | $103,617 | 4 | 0.095 |
| Assistant Professor | uncoded | $ 97,000 | $ 98,000 | $ 98,000 | 3 | 0.071 |
| Teaching Faculty | male | $ 72,878 | $ 74,357 | $ 75,836 | 2 | 0.048 |
| Teaching Faculty | female | $ 73,185 | $ 73,185 | $ 73,185 | 1 | 0.024 |
| Researcher | male | $ 49,885 | $ 50,000 | $ 52,500 | 5 | 0.119 |
| Researcher | female | $ 54,500 | $ 55,000 | $ 79,000 | 3 | 0.071 |
| Researcher | uncoded | $ 50,003 | $ 50,502 | $ 51,770 | 4 | 0.095 |
| Full.Name | gender | Job.Description | salary |
|---|---|---|---|
| Panchanathan, Sethuraman | uncoded | Professor | $365,000 |
| VanLehn, Kurt | male | Professor | $240,565 |
| Kambhampati, Subbarao | uncoded | Professor | $224,719 |
| Liu, Huan | male | Professor | $211,536 |
| Mirchandani, Pitu | uncoded | Professor | $206,710 |
| title | gender | q25 | q50 | q75 | n | p |
|---|---|---|---|---|---|---|
| Full Professor | male | $159,077 | $180,960 | $201,125 | 10 | 0.114 |
| Full Professor | female | $144,750 | $147,500 | $150,250 | 2 | 0.023 |
| Full Professor | uncoded | $156,918 | $177,231 | $200,075 | 11 | 0.125 |
| Associate Professor | male | $108,716 | $126,500 | $130,815 | 8 | 0.091 |
| Associate Professor | female | $104,035 | $111,735 | $114,165 | 3 | 0.034 |
| Associate Professor | uncoded | $106,760 | $115,127 | $121,603 | 6 | 0.068 |
| Assistant Professor | male | $101,450 | $104,400 | $109,750 | 11 | 0.125 |
| Assistant Professor | female | $102,750 | $105,500 | $107,750 | 3 | 0.034 |
| Assistant Professor | uncoded | $106,875 | $112,500 | $113,625 | 6 | 0.068 |
| Teaching Faculty | male | $ 79,552 | $ 85,000 | $ 89,446 | 9 | 0.102 |
| Teaching Faculty | female | $ 54,375 | $ 82,500 | $ 90,699 | 7 | 0.080 |
| Teaching Faculty | uncoded | $ 94,966 | $ 98,506 | $ 99,805 | 4 | 0.045 |
| Researcher | male | $ 80,107 | $ 97,587 | $121,669 | 6 | 0.068 |
| Researcher | female | $ 70,886 | $ 71,771 | $ 72,656 | 2 | 0.023 |
| Full.Name | gender | Job.Description | salary |
|---|---|---|---|
| Vittal, Vijay | male | Regents Professor | $298,000 |
| Lai, Ying-Cheng | uncoded | Professor | $270,200 |
| Kiaei, Sayfe | uncoded | Professor | $264,880 |
| Meldrum, Deirdre | female | Professor | $235,250 |
| Balanis, Constantine | male | Regents Professor | $221,879 |
| title | gender | q25 | q50 | q75 | n | p |
|---|---|---|---|---|---|---|
| Full Professor | male | $125,870 | $160,888 | $172,700 | 17 | 0.17 |
| Full Professor | female | $154,620 | $160,298 | $177,500 | 8 | 0.08 |
| Full Professor | uncoded | $143,667 | $171,328 | $202,000 | 10 | 0.10 |
| Associate Professor | male | $116,660 | $119,340 | $126,580 | 9 | 0.09 |
| Associate Professor | female | $116,378 | $118,065 | $120,885 | 4 | 0.04 |
| Associate Professor | uncoded | $107,900 | $107,959 | $112,570 | 3 | 0.03 |
| Assistant Professor | male | $ 98,000 | $103,000 | $105,000 | 11 | 0.11 |
| Assistant Professor | female | $108,500 | $108,500 | $108,500 | 1 | 0.01 |
| Assistant Professor | uncoded | $ 99,375 | $102,750 | $105,375 | 6 | 0.06 |
| Teaching Faculty | male | $ 75,500 | $ 77,000 | $ 78,750 | 3 | 0.03 |
| Teaching Faculty | female | $ 80,000 | $ 80,000 | $ 80,000 | 1 | 0.01 |
| Researcher | male | $ 60,312 | $ 65,000 | $ 70,526 | 20 | 0.20 |
| Researcher | uncoded | $ 53,500 | $ 55,000 | $ 62,960 | 7 | 0.07 |
| Full.Name | gender | Job.Description | salary |
|---|---|---|---|
| Adrian, Ronald | male | Regents Professor | $302,352 |
| Chattopadhyay, Aditi | female | Regents Professor | $292,157 |
| Dahm, Werner | male | Professor | $248,748 |
| Lin, Jerry | male | Regents Professor | $218,200 |
| Friesen, Cody | male | Assoc Professor | $202,250 |
| title | gender | q25 | q50 | q75 | n | p |
|---|---|---|---|---|---|---|
| Full Professor | male | $143,412 | $152,347 | $162,632 | 18 | 0.159 |
| Full Professor | female | $211,789 | $238,578 | $265,368 | 2 | 0.018 |
| Full Professor | uncoded | $134,802 | $147,042 | $156,154 | 4 | 0.035 |
| Associate Professor | male | $113,643 | $117,900 | $126,062 | 11 | 0.097 |
| Associate Professor | female | $112,709 | $116,429 | $119,550 | 5 | 0.044 |
| Associate Professor | uncoded | $104,658 | $116,033 | $121,064 | 8 | 0.071 |
| Assistant Professor | male | $ 97,500 | $ 99,500 | $100,500 | 9 | 0.080 |
| Assistant Professor | female | $102,190 | $103,380 | $104,190 | 3 | 0.027 |
| Assistant Professor | uncoded | $ 96,625 | $ 98,000 | $101,250 | 10 | 0.088 |
| Teaching Faculty | male | $ 44,000 | $ 80,000 | $ 84,000 | 9 | 0.080 |
| Teaching Faculty | uncoded | $ 74,750 | $ 76,000 | $ 77,250 | 2 | 0.018 |
| Researcher | male | $ 50,000 | $ 51,500 | $ 55,000 | 17 | 0.150 |
| Researcher | female | $ 50,172 | $ 51,443 | $ 55,722 | 3 | 0.027 |
| Researcher | uncoded | $ 47,476 | $ 48,738 | $ 50,500 | 12 | 0.106 |
| Full.Name | gender | Job.Description | salary |
|---|---|---|---|
| Cook-Deegan, Robert | male | Professor | $204,480 |
| Barab, Sasha | female | Professor | $199,896 |
| Michael, Katina | female | Professor | $179,725 |
| Martin, Paul | male | Research Professional FSC | $169,538 |
| Mayes, Kristin | female | Professor of Practice (FSC) | $162,742 |
| title | gender | q25 | q50 | q75 | n | p |
|---|---|---|---|---|---|---|
| Full Professor | male | $155,287 | $155,969 | $180,224 | 3 | 0.067 |
| Full Professor | female | $184,768 | $189,810 | $194,853 | 2 | 0.044 |
| Associate Professor | male | $ 95,728 | $102,467 | $108,301 | 3 | 0.067 |
| Associate Professor | female | $ 98,723 | $100,647 | $102,843 | 3 | 0.067 |
| Associate Professor | uncoded | $113,874 | $113,874 | $113,874 | 1 | 0.022 |
| Assistant Professor | male | $ 94,015 | $ 94,264 | $ 94,512 | 2 | 0.044 |
| Assistant Professor | female | $ 85,850 | $ 88,501 | $ 92,880 | 8 | 0.178 |
| Assistant Professor | uncoded | $ 92,700 | $ 92,700 | $ 92,700 | 1 | 0.022 |
| Teaching Faculty | male | $ 60,804 | $ 74,882 | $100,538 | 4 | 0.089 |
| Teaching Faculty | female | $ 87,939 | $103,138 | $158,386 | 7 | 0.156 |
| Researcher | male | $ 47,500 | $ 70,000 | $107,190 | 7 | 0.156 |
| Researcher | female | $ 57,250 | $ 74,770 | $100,146 | 4 | 0.089 |
| Full.Name | gender | Job.Description | salary |
|---|---|---|---|
| Kavazanjian, Edward | male | Regents Professor | $260,500 |
| Westerhoff, Paul | male | Regents Professor | $255,300 |
| Hjelmstad, Keith | male | President’s Professor | $253,100 |
| Allenby, Braden | male | President’s Professor | $243,400 |
| Lackner, Klaus | male | Professor | $228,900 |
| title | gender | q25 | q50 | q75 | n | p |
|---|---|---|---|---|---|---|
| Full Professor | male | $138,620 | $195,798 | $245,825 | 12 | 0.162 |
| Full Professor | uncoded | $140,527 | $144,645 | $147,469 | 4 | 0.054 |
| Associate Professor | male | $107,332 | $112,300 | $125,400 | 11 | 0.149 |
| Associate Professor | female | $108,925 | $111,650 | $116,075 | 3 | 0.041 |
| Associate Professor | uncoded | $110,375 | $111,350 | $112,145 | 4 | 0.054 |
| Assistant Professor | male | $ 96,600 | $ 99,100 | $101,500 | 5 | 0.068 |
| Assistant Professor | female | $ 97,900 | $ 97,900 | $ 99,350 | 3 | 0.041 |
| Assistant Professor | uncoded | $ 97,000 | $ 97,400 | $ 99,350 | 4 | 0.054 |
| Teaching Faculty | male | $ 76,425 | $ 80,750 | $ 87,100 | 4 | 0.054 |
| Teaching Faculty | female | $ 79,000 | $ 79,000 | $ 79,000 | 1 | 0.014 |
| Teaching Faculty | uncoded | $ 79,400 | $ 79,400 | $ 79,400 | 1 | 0.014 |
| Researcher | male | $ 50,505 | $ 60,000 | $ 70,395 | 10 | 0.135 |
| Researcher | female | $ 55,000 | $ 66,250 | $ 76,534 | 4 | 0.054 |
| Researcher | uncoded | $ 58,750 | $ 60,300 | $ 63,250 | 8 | 0.108 |
| Full.Name | gender | Job.Description | salary |
|---|---|---|---|
| Klett, Mark | male | Regents Professor | $146,336 |
| Weiser, Kurt | male | Regents Professor | $140,243 |
| Jenik, Adriene | female | Professor | $125,174 |
| Lawson, Shawn | male | Assoc Professor | $118,000 |
| Codell, Julie | female | Professor | $113,462 |
| title | gender | q25 | q50 | q75 | n | p |
|---|---|---|---|---|---|---|
| Full Professor | male | $87,681 | $90,912 | $106,227 | 9 | 0.176 |
| Full Professor | female | $90,742 | $92,433 | $106,221 | 11 | 0.216 |
| Associate Professor | male | $76,732 | $77,820 | $ 97,910 | 3 | 0.059 |
| Associate Professor | female | $74,898 | $81,018 | $ 85,000 | 9 | 0.176 |
| Assistant Professor | male | $64,000 | $64,000 | $ 64,000 | 1 | 0.020 |
| Assistant Professor | female | $64,150 | $65,133 | $ 66,155 | 5 | 0.098 |
| Assistant Professor | uncoded | $64,500 | $64,500 | $ 64,500 | 1 | 0.020 |
| Teaching Faculty | male | $46,925 | $47,950 | $ 48,975 | 2 | 0.039 |
| Teaching Faculty | female | $45,900 | $53,472 | $ 63,750 | 10 | 0.196 |
| Full.Name | gender | Job.Description | salary |
|---|---|---|---|
| Spohn, Cassia | female | Regents Professor | $226,000 |
| White, Michael | male | Professor | $173,538 |
| Maguire, Edward | male | Professor | $163,500 |
| Hepburn, John | male | Professor | $143,213 |
| Reisig, Michael | male | Professor | $142,300 |
| title | gender | q25 | q50 | q75 | n | p |
|---|---|---|---|---|---|---|
| Full Professor | male | $142,985 | $153,356 | $166,010 | 4 | 0.105 |
| Full Professor | female | $145,251 | $172,168 | $199,084 | 2 | 0.053 |
| Associate Professor | male | $100,688 | $101,938 | $103,753 | 4 | 0.105 |
| Associate Professor | female | $100,148 | $101,000 | $101,250 | 5 | 0.132 |
| Associate Professor | uncoded | $110,000 | $110,000 | $110,000 | 1 | 0.026 |
| Assistant Professor | male | $ 84,050 | $ 84,100 | $ 84,150 | 2 | 0.053 |
| Assistant Professor | female | $ 83,750 | $ 84,100 | $ 84,400 | 4 | 0.105 |
| Teaching Faculty | male | $ 48,500 | $ 51,000 | $ 58,250 | 11 | 0.289 |
| Teaching Faculty | female | $ 53,000 | $ 53,000 | $ 54,000 | 5 | 0.132 |
| Full.Name | gender | Job.Description | salary |
|---|---|---|---|
| Bell, James | male | Professor | $222,400 |
| Christensen, Philip | male | Regents Professor | $216,050 |
| Windhorst, Rogier | uncoded | Regents Professor | $189,950 |
| Anbar, Ariel | female | President’s Professor | $189,800 |
| Timmes, Francis | male | Professor | $188,705 |
| title | gender | q25 | q50 | q75 | n | p |
|---|---|---|---|---|---|---|
| Full Professor | male | $136,306 | $146,531 | $168,300 | 19 | 0.192 |
| Full Professor | female | $189,800 | $189,800 | $189,800 | 1 | 0.010 |
| Full Professor | uncoded | $155,527 | $167,002 | $178,476 | 2 | 0.020 |
| Associate Professor | male | $112,612 | $113,100 | $120,050 | 3 | 0.030 |
| Associate Professor | female | $114,156 | $119,050 | $121,250 | 5 | 0.051 |
| Associate Professor | uncoded | $127,966 | $129,183 | $130,400 | 2 | 0.020 |
| Assistant Professor | male | $ 92,000 | $ 96,000 | $ 98,200 | 5 | 0.051 |
| Assistant Professor | female | $ 92,000 | $ 93,500 | $ 95,750 | 4 | 0.040 |
| Assistant Professor | uncoded | $ 96,000 | $ 96,000 | $ 97,000 | 3 | 0.030 |
| Teaching Faculty | female | $ 45,000 | $ 45,000 | $ 45,000 | 1 | 0.010 |
| Researcher | male | $ 56,871 | $ 64,445 | $ 73,657 | 34 | 0.343 |
| Researcher | female | $ 56,324 | $ 65,000 | $ 70,232 | 15 | 0.152 |
| Researcher | uncoded | $ 60,000 | $ 60,000 | $ 75,196 | 5 | 0.051 |
| Full.Name | gender | Job.Description | salary |
|---|---|---|---|
| Fotheringham, Stewart | male | Regents Professor | $333,200 |
| Turner, Billie | female | Regents Professor | $221,647 |
| Sailor, David | male | Professor | $141,453 |
| Cerveny, Randall | male | President’s Professor | $132,462 |
| Dorn, Ronald | male | Professor | $124,288 |
| title | gender | q25 | q50 | q75 | n | p |
|---|---|---|---|---|---|---|
| Full Professor | male | $115,722 | $119,964 | $130,418 | 10 | 0.217 |
| Full Professor | female | $145,731 | $171,036 | $196,342 | 2 | 0.043 |
| Associate Professor | male | $ 98,246 | $101,605 | $106,640 | 3 | 0.065 |
| Associate Professor | female | $ 97,998 | $101,527 | $112,264 | 3 | 0.065 |
| Associate Professor | uncoded | $102,156 | $102,938 | $103,720 | 2 | 0.043 |
| Assistant Professor | male | $ 84,500 | $ 85,308 | $ 86,211 | 4 | 0.087 |
| Assistant Professor | female | $ 85,526 | $ 86,000 | $ 87,750 | 3 | 0.065 |
| Assistant Professor | uncoded | $ 85,000 | $ 85,000 | $ 85,000 | 1 | 0.022 |
| Teaching Faculty | male | $ 55,000 | $ 55,000 | $ 57,752 | 3 | 0.065 |
| Teaching Faculty | female | $ 60,547 | $ 60,547 | $ 60,547 | 1 | 0.022 |
| Teaching Faculty | uncoded | $ 56,226 | $ 56,226 | $ 56,226 | 1 | 0.022 |
| Researcher | male | $ 53,750 | $ 57,577 | $ 63,866 | 4 | 0.087 |
| Researcher | female | $ 66,825 | $ 73,068 | $ 77,628 | 4 | 0.087 |
| Researcher | uncoded | $ 50,000 | $ 50,000 | $ 71,136 | 5 | 0.109 |
| Full.Name | gender | Job.Description | salary |
|---|---|---|---|
| Mahalov, Alex | male | Professor | $224,020 |
| McCulloch, Robert | male | Professor | $212,170 |
| Renaut, Rosemary | female | Professor | $174,005 |
| Gumel, Abba | male | Professor | $167,945 |
| Carlson, Marilyn | female | Professor | $164,207 |
| title | gender | q25 | q50 | q75 | n | p |
|---|---|---|---|---|---|---|
| Full Professor | male | $125,180 | $136,726 | $153,320 | 19 | 0.194 |
| Full Professor | female | $144,838 | $164,207 | $169,106 | 3 | 0.031 |
| Full Professor | uncoded | $132,695 | $132,695 | $132,695 | 1 | 0.010 |
| Associate Professor | male | $ 96,670 | $104,980 | $110,148 | 15 | 0.153 |
| Associate Professor | female | $ 93,844 | $ 97,091 | $ 98,876 | 4 | 0.041 |
| Associate Professor | uncoded | $ 99,722 | $104,744 | $108,216 | 3 | 0.031 |
| Assistant Professor | male | $ 92,781 | $101,600 | $105,000 | 5 | 0.051 |
| Assistant Professor | female | $105,000 | $105,000 | $105,000 | 1 | 0.010 |
| Assistant Professor | uncoded | $ 92,500 | $ 95,000 | $ 97,500 | 3 | 0.031 |
| Teaching Faculty | male | $ 50,470 | $ 59,955 | $ 60,444 | 17 | 0.173 |
| Teaching Faculty | female | $ 55,000 | $ 57,390 | $ 61,038 | 9 | 0.092 |
| Teaching Faculty | uncoded | $ 55,000 | $ 57,658 | $ 65,626 | 8 | 0.082 |
| Researcher | male | $ 53,250 | $ 54,000 | $ 55,114 | 7 | 0.071 |
| Researcher | female | $ 66,882 | $ 80,064 | $ 93,245 | 2 | 0.020 |
| Researcher | uncoded | $ 54,000 | $ 54,000 | $ 54,000 | 1 | 0.010 |
| Full.Name | gender | Job.Description | salary |
|---|---|---|---|
| Navrotsky, Alexandra | female | Professor | $358,209 |
| Fromme, Petra | female | Regents Professor | $226,197 |
| Buttry, Daniel | male | Professor | $192,925 |
| Angell, Charles | male | Regents Professor | $191,976 |
| Moore, Thomas | male | Regents Professor | $184,096 |
| title | gender | q25 | q50 | q75 | n | p |
|---|---|---|---|---|---|---|
| Full Professor | male | $127,198 | $144,175 | $166,064 | 17 | 0.187 |
| Full Professor | female | $142,128 | $159,551 | $226,197 | 5 | 0.055 |
| Full Professor | uncoded | $134,869 | $141,731 | $155,156 | 3 | 0.033 |
| Associate Professor | male | $103,056 | $103,495 | $105,099 | 5 | 0.055 |
| Associate Professor | female | $101,409 | $101,409 | $101,409 | 1 | 0.011 |
| Assistant Professor | male | $ 94,569 | $ 95,524 | $ 96,478 | 6 | 0.066 |
| Assistant Professor | female | $ 93,000 | $ 94,000 | $ 94,856 | 3 | 0.033 |
| Assistant Professor | uncoded | $ 96,478 | $ 96,478 | $ 96,478 | 1 | 0.011 |
| Teaching Faculty | male | $ 46,430 | $ 47,918 | $ 48,700 | 6 | 0.066 |
| Teaching Faculty | female | $ 48,164 | $ 49,185 | $ 67,268 | 11 | 0.121 |
| Teaching Faculty | uncoded | $ 46,500 | $ 47,999 | $ 48,246 | 3 | 0.033 |
| Researcher | male | $ 51,734 | $ 61,885 | $ 88,750 | 12 | 0.132 |
| Researcher | female | $ 48,840 | $ 61,000 | $ 72,092 | 10 | 0.110 |
| Researcher | uncoded | $ 47,599 | $ 51,697 | $ 59,388 | 8 | 0.088 |
| Full.Name | gender | Job.Description | salary |
|---|---|---|---|
| Hero, Rodney | male | Professor | $341,750 |
| Polt, Michael | male | Professor of Practice (FSC) | $226,600 |
| Bergen, Peter | male | Professor of Practice (FSC) | $196,875 |
| Thies, Cameron | male | Professor | $175,000 |
| Hechter, Michael | male | Professor | $171,750 |
| title | gender | q25 | q50 | q75 | n | p |
|---|---|---|---|---|---|---|
| Full Professor | male | $119,450 | $171,750 | $175,000 | 5 | 0.135 |
| Full Professor | female | $131,875 | $139,000 | $146,125 | 2 | 0.054 |
| Associate Professor | male | $100,500 | $101,750 | $102,000 | 5 | 0.135 |
| Associate Professor | female | $ 91,052 | $ 96,000 | $ 99,772 | 6 | 0.162 |
| Assistant Professor | male | $ 85,000 | $ 86,750 | $ 99,125 | 4 | 0.108 |
| Assistant Professor | female | $ 88,750 | $ 92,000 | $ 95,250 | 2 | 0.054 |
| Assistant Professor | uncoded | $ 85,000 | $ 85,000 | $ 85,000 | 1 | 0.027 |
| Teaching Faculty | male | $ 56,500 | $130,750 | $172,031 | 8 | 0.216 |
| Teaching Faculty | female | $ 56,625 | $ 58,250 | $ 81,875 | 3 | 0.081 |
| Researcher | female | $ 60,000 | $ 60,000 | $ 60,000 | 1 | 0.027 |
| Full.Name | gender | Job.Description | salary |
|---|---|---|---|
| Bozeman, Barry | male | Regents Professor | $236,900 |
| Kapstein, Ethan | male | Professor | $227,500 |
| Reilly, Thomas | male | Professor | $186,375 |
| Corley, Elizabeth | female | Professor | $150,070 |
| Feeney, Mary | female | Professor | $144,000 |
| title | gender | q25 | q50 | q75 | n | p |
|---|---|---|---|---|---|---|
| Full Professor | male | $140,272 | $186,375 | $227,500 | 5 | 0.20 |
| Full Professor | female | $145,518 | $147,035 | $148,552 | 2 | 0.08 |
| Associate Professor | male | $102,820 | $104,725 | $113,488 | 4 | 0.16 |
| Associate Professor | uncoded | $106,496 | $106,496 | $106,496 | 1 | 0.04 |
| Assistant Professor | male | $ 92,150 | $ 94,200 | $ 94,600 | 3 | 0.12 |
| Assistant Professor | female | $ 90,125 | $ 92,250 | $ 94,375 | 2 | 0.08 |
| Assistant Professor | uncoded | $ 88,500 | $ 88,500 | $ 88,500 | 1 | 0.04 |
| Teaching Faculty | male | $ 49,900 | $ 55,800 | $ 61,700 | 4 | 0.16 |
| Teaching Faculty | female | $ 55,890 | $ 62,780 | $ 68,890 | 3 | 0.12 |
| Full.Name | gender | Job.Description | salary |
|---|---|---|---|
| Brayboy, Bryan | male | President’s Professor | $219,429 |
| Scott, Kimberly | female | Professor | $180,000 |
| Lomawaima, K | uncoded | Professor | $161,685 |
| Swadener, Elizabeth | female | Professor | $151,478 |
| Moore, Elsie | female | Professor | $148,250 |
| title | gender | q25 | q50 | q75 | n | p |
|---|---|---|---|---|---|---|
| Full Professor | male | $154,309 | $176,016 | $197,722 | 2 | 0.039 |
| Full Professor | female | $109,804 | $118,089 | $149,057 | 8 | 0.157 |
| Full Professor | uncoded | $161,685 | $161,685 | $161,685 | 1 | 0.020 |
| Associate Professor | male | $ 88,801 | $ 92,890 | $100,738 | 9 | 0.176 |
| Associate Professor | female | $ 85,140 | $ 94,392 | $ 99,673 | 14 | 0.275 |
| Associate Professor | uncoded | $100,673 | $100,673 | $100,673 | 1 | 0.020 |
| Assistant Professor | male | $ 58,750 | $ 67,500 | $ 76,250 | 2 | 0.039 |
| Assistant Professor | female | $ 85,000 | $ 85,000 | $ 85,000 | 5 | 0.098 |
| Assistant Professor | uncoded | $ 85,000 | $ 85,000 | $ 85,000 | 1 | 0.020 |
| Teaching Faculty | male | $ 53,460 | $ 54,171 | $ 54,882 | 2 | 0.039 |
| Teaching Faculty | female | $ 52,422 | $ 59,844 | $ 63,997 | 3 | 0.059 |
| Teaching Faculty | uncoded | $ 45,000 | $ 45,000 | $ 45,000 | 1 | 0.020 |
| Researcher | female | $ 70,343 | $ 70,343 | $ 70,343 | 1 | 0.020 |
| Researcher | uncoded | $ 42,500 | $ 42,500 | $ 42,500 | 1 | 0.020 |
| Full.Name | gender | Job.Description | salary |
|---|---|---|---|
| Messing, Jill | female | Professor | $160,000 |
| Shafer, Michael | male | Professor | $137,401 |
| Ashford, Jose | male | Professor | $131,845 |
| Segal, Elizabeth | female | Professor | $130,390 |
| Lecroy, Craig | male | Professor | $129,970 |
| title | gender | q25 | q50 | q75 | n | p |
|---|---|---|---|---|---|---|
| Full Professor | male | $127,502 | $130,908 | $133,234 | 4 | 0.062 |
| Full Professor | female | $123,725 | $130,390 | $145,195 | 3 | 0.047 |
| Associate Professor | male | $ 91,649 | $ 92,864 | $ 94,078 | 2 | 0.031 |
| Associate Professor | female | $ 90,194 | $ 90,267 | $ 91,528 | 5 | 0.078 |
| Assistant Professor | male | $ 82,250 | $ 83,500 | $ 84,750 | 2 | 0.031 |
| Assistant Professor | female | $ 83,000 | $ 83,550 | $ 83,750 | 10 | 0.156 |
| Assistant Professor | uncoded | $ 82,425 | $ 83,000 | $ 84,700 | 4 | 0.062 |
| Teaching Faculty | male | $ 35,725 | $ 48,450 | $ 49,800 | 3 | 0.047 |
| Teaching Faculty | female | $ 48,512 | $ 51,700 | $ 53,728 | 26 | 0.406 |
| Researcher | male | $ 60,000 | $ 60,000 | $ 60,000 | 1 | 0.016 |
| Researcher | female | $ 56,520 | $ 64,000 | $ 66,250 | 4 | 0.062 |
| Full.Name | gender | Job.Description | salary |
|---|---|---|---|
| Fixico, Donald | male | Regents Professor | $271,527 |
| Austin, Curtis | male | Assoc Professor | $190,000 |
| Alexander, Leslie | female | Assoc Professor | $190,000 |
| Saikia, Yasmin | female | Professor | $181,750 |
| Critchlow, Donald | male | Professor | $158,446 |
| title | gender | q25 | q50 | q75 | n | p |
|---|---|---|---|---|---|---|
| Full Professor | male | $101,565 | $130,000 | $158,446 | 5 | 0.119 |
| Full Professor | female | $130,808 | $147,789 | $164,770 | 2 | 0.048 |
| Full Professor | uncoded | $135,206 | $135,206 | $135,206 | 1 | 0.024 |
| Associate Professor | male | $108,000 | $108,707 | $122,268 | 5 | 0.119 |
| Associate Professor | female | $ 75,612 | $ 91,369 | $104,841 | 7 | 0.167 |
| Assistant Professor | male | $ 75,741 | $ 76,732 | $ 78,241 | 3 | 0.071 |
| Assistant Professor | female | $ 77,506 | $ 79,750 | $ 79,875 | 3 | 0.071 |
| Assistant Professor | uncoded | $ 82,494 | $ 82,494 | $ 82,494 | 1 | 0.024 |
| Teaching Faculty | male | $ 50,575 | $ 51,000 | $ 67,667 | 9 | 0.214 |
| Teaching Faculty | female | $ 49,429 | $ 58,334 | $ 67,959 | 4 | 0.095 |
| Teaching Faculty | uncoded | $ 47,992 | $ 47,992 | $ 47,992 | 1 | 0.024 |
| Researcher | female | $ 60,000 | $ 60,000 | $ 60,000 | 1 | 0.024 |
| Full.Name | gender | Job.Description | salary |
|---|---|---|---|
| Nanez, Jose | male | President’s Professor | $151,212 |
| Mickelson, Kristin | female | Professor | $125,464 |
| Kassing, Jeffrey | male | Professor | $118,412 |
| Kirby, Andrew | male | Professor | $117,816 |
| Nadesan, Majia | uncoded | Professor | $114,104 |
| title | gender | q25 | q50 | q75 | n | p |
|---|---|---|---|---|---|---|
| Full Professor | male | $105,796 | $113,000 | $118,263 | 6 | 0.088 |
| Full Professor | female | $125,464 | $125,464 | $125,464 | 1 | 0.015 |
| Full Professor | uncoded | $114,104 | $114,104 | $114,104 | 1 | 0.015 |
| Associate Professor | male | $ 93,394 | $ 97,660 | $ 99,152 | 5 | 0.074 |
| Associate Professor | female | $ 91,490 | $ 93,801 | $ 98,000 | 9 | 0.132 |
| Assistant Professor | male | $ 83,562 | $ 85,625 | $ 87,438 | 4 | 0.059 |
| Assistant Professor | female | $ 81,000 | $ 82,987 | $ 85,000 | 8 | 0.118 |
| Assistant Professor | uncoded | $ 82,500 | $ 82,500 | $ 82,500 | 1 | 0.015 |
| Teaching Faculty | male | $ 54,000 | $ 54,000 | $ 54,040 | 9 | 0.132 |
| Teaching Faculty | female | $ 52,000 | $ 54,000 | $ 55,000 | 19 | 0.279 |
| Teaching Faculty | uncoded | $ 54,000 | $ 54,000 | $ 54,000 | 1 | 0.015 |
| Researcher | female | $ 48,750 | $ 52,810 | $ 56,715 | 4 | 0.059 |
| Full.Name | gender | Job.Description | salary |
|---|---|---|---|
| Sala, Osvaldo | male | Regents Professor | $291,567 |
| Grimm, Nancy | female | Regents Professor | $253,500 |
| Compton, Carolyn | female | Professor | $241,600 |
| Jacobs, Bertram | male | Professor | $202,800 |
| Perrings, Charles | male | Professor | $188,538 |
| title | gender | q25 | q50 | q75 | n | p |
|---|---|---|---|---|---|---|
| Full Professor | male | $119,282 | $131,002 | $158,089 | 21 | 0.181 |
| Full Professor | female | $123,004 | $146,298 | $158,500 | 11 | 0.095 |
| Full Professor | uncoded | $150,920 | $154,230 | $157,540 | 2 | 0.017 |
| Associate Professor | male | $ 98,827 | $105,545 | $123,339 | 10 | 0.086 |
| Associate Professor | female | $102,720 | $110,150 | $118,748 | 4 | 0.034 |
| Associate Professor | uncoded | $ 99,294 | $102,819 | $106,344 | 2 | 0.017 |
| Assistant Professor | male | $ 90,550 | $ 93,700 | $ 96,850 | 2 | 0.017 |
| Assistant Professor | female | $ 92,000 | $ 94,000 | $ 94,150 | 7 | 0.060 |
| Assistant Professor | uncoded | $ 99,000 | $ 99,000 | $ 99,000 | 1 | 0.009 |
| Teaching Faculty | male | $ 48,000 | $ 48,750 | $ 67,360 | 7 | 0.060 |
| Teaching Faculty | female | $ 48,000 | $ 48,000 | $ 53,150 | 8 | 0.069 |
| Researcher | male | $ 50,123 | $ 52,000 | $ 58,260 | 17 | 0.147 |
| Researcher | female | $ 49,500 | $ 51,638 | $ 65,241 | 16 | 0.138 |
| Researcher | uncoded | $ 47,494 | $ 50,678 | $ 55,414 | 8 | 0.069 |
| Full.Name | gender | Job.Description | salary |
|---|---|---|---|
| Pfirman, Stephanie | female | Professor | $255,000 |
| Melnick, Robert | male | Research Scientist | $249,765 |
| Basile, George | male | Professor of Practice (FSC) | $168,913 |
| Childers, Daniel | male | Professor | $145,466 |
| Aggarwal, Rimjhim | uncoded | Assoc Professor | $143,500 |
| title | gender | q25 | q50 | q75 | n | p |
|---|---|---|---|---|---|---|
| Full Professor | male | $118,923 | $132,258 | $139,604 | 4 | 0.08 |
| Full Professor | female | $123,124 | $126,249 | $190,624 | 3 | 0.06 |
| Full Professor | uncoded | $118,827 | $118,827 | $118,827 | 1 | 0.02 |
| Associate Professor | male | $ 97,101 | $ 97,515 | $ 97,929 | 2 | 0.04 |
| Associate Professor | female | $ 98,982 | $ 99,813 | $100,644 | 2 | 0.04 |
| Associate Professor | uncoded | $143,500 | $143,500 | $143,500 | 1 | 0.02 |
| Assistant Professor | male | $ 86,307 | $ 91,898 | $101,164 | 4 | 0.08 |
| Assistant Professor | female | $ 87,116 | $ 87,125 | $102,562 | 3 | 0.06 |
| Assistant Professor | uncoded | $ 87,333 | $ 87,966 | $ 88,600 | 2 | 0.04 |
| Teaching Faculty | male | $ 50,000 | $ 52,292 | $ 78,590 | 10 | 0.20 |
| Teaching Faculty | female | $ 45,000 | $ 45,000 | $ 45,900 | 11 | 0.22 |
| Teaching Faculty | uncoded | $ 45,000 | $ 50,000 | $ 52,632 | 5 | 0.10 |
| Researcher | male | $103,691 | $152,382 | $201,074 | 2 | 0.04 |
| Full.Name | gender | Job.Description | salary |
|---|---|---|---|
| Jackson, Maria | female | Professor | $142,011 |
| Underhill, Michael | male | Professor | $135,995 |
| Brooks, Kenneth | male | Professor | $133,800 |
| Petrucci, Darren | male | Professor | $132,762 |
| Rotondi, Michael | male | Professor | $129,528 |
| title | gender | q25 | q50 | q75 | n | p |
|---|---|---|---|---|---|---|
| Full Professor | male | $119,217 | $129,528 | $133,281 | 7 | 0.143 |
| Full Professor | female | $142,011 | $142,011 | $142,011 | 1 | 0.020 |
| Full Professor | uncoded | $128,056 | $128,056 | $128,056 | 1 | 0.020 |
| Associate Professor | male | $ 80,020 | $ 81,763 | $ 83,445 | 9 | 0.184 |
| Associate Professor | female | $ 80,173 | $ 91,695 | $103,351 | 5 | 0.102 |
| Associate Professor | uncoded | $ 82,032 | $ 82,032 | $ 82,032 | 1 | 0.020 |
| Assistant Professor | male | $ 70,250 | $ 70,500 | $ 70,750 | 3 | 0.061 |
| Assistant Professor | female | $ 70,700 | $ 70,700 | $ 70,700 | 1 | 0.020 |
| Assistant Professor | uncoded | $ 70,500 | $ 71,000 | $ 71,375 | 3 | 0.061 |
| Teaching Faculty | male | $ 48,300 | $ 55,547 | $ 61,722 | 8 | 0.163 |
| Teaching Faculty | female | $ 50,450 | $ 54,974 | $ 66,225 | 10 | 0.204 |
| Full.Name | gender | Job.Description | salary |
|---|---|---|---|
| Elliott, Stephen | male | Professor | $281,860 |
| Sandefur, Rebecca | female | Professor | $220,000 |
| Fabes, Richard | male | Professor | $190,000 |
| Meek, Shantel | female | Professor of Practice (FSC) | $175,097 |
| Ladd, Gary | male | Professor | $165,726 |
| title | gender | q25 | q50 | q75 | n | p |
|---|---|---|---|---|---|---|
| Full Professor | male | $124,358 | $158,364 | $183,932 | 6 | 0.128 |
| Full Professor | female | $122,326 | $127,953 | $132,502 | 7 | 0.149 |
| Associate Professor | male | $ 98,500 | $ 98,500 | $ 98,500 | 1 | 0.021 |
| Associate Professor | female | $ 99,132 | $100,255 | $116,712 | 8 | 0.170 |
| Assistant Professor | male | $ 86,212 | $ 86,775 | $ 87,338 | 2 | 0.043 |
| Assistant Professor | female | $ 85,529 | $ 87,358 | $ 88,800 | 6 | 0.128 |
| Teaching Faculty | male | $ 49,628 | $ 49,628 | $ 49,628 | 1 | 0.021 |
| Teaching Faculty | female | $ 82,609 | $ 82,609 | $ 88,433 | 5 | 0.106 |
| Teaching Faculty | uncoded | $ 49,300 | $ 49,300 | $ 49,300 | 1 | 0.021 |
| Researcher | male | $113,603 | $113,603 | $113,603 | 1 | 0.021 |
| Researcher | female | $ 52,500 | $ 52,500 | $ 59,282 | 7 | 0.149 |
| Researcher | uncoded | $ 53,375 | $ 54,250 | $ 55,125 | 2 | 0.043 |
| Full.Name | gender | Job.Description | salary |
|---|---|---|---|
| Lamoreaux, Phillip | male | Assoc Professor | $323,113 |
| Li, Yinghua | uncoded | Professor | $322,573 |
| Matejka, Michal | female | Professor | $309,350 |
| Reckers, Philip | male | Professor | $300,975 |
| Kaplan, Steven | male | Professor | $297,109 |
| title | gender | q25 | q50 | q75 | n | p |
|---|---|---|---|---|---|---|
| Full Professor | male | $248,620 | $297,109 | $299,042 | 3 | 0.077 |
| Full Professor | female | $309,350 | $309,350 | $309,350 | 1 | 0.026 |
| Full Professor | uncoded | $268,143 | $286,286 | $304,430 | 2 | 0.051 |
| Associate Professor | male | $224,344 | $262,454 | $280,428 | 4 | 0.103 |
| Associate Professor | female | $267,244 | $274,394 | $278,578 | 4 | 0.103 |
| Associate Professor | uncoded | $265,220 | $265,220 | $265,220 | 1 | 0.026 |
| Assistant Professor | male | $217,494 | $219,475 | $221,306 | 6 | 0.154 |
| Assistant Professor | female | $215,475 | $215,475 | $215,475 | 1 | 0.026 |
| Assistant Professor | uncoded | $225,000 | $225,000 | $225,000 | 1 | 0.026 |
| Teaching Faculty | male | $ 91,703 | $106,295 | $129,500 | 8 | 0.205 |
| Teaching Faculty | female | $ 96,612 | $120,650 | $143,750 | 8 | 0.205 |
| Full.Name | gender | Job.Description | salary |
|---|---|---|---|
| Prescott, Edward | male | Regents Professor | $436,101 |
| Manelli, Alejandro | male | Professor | $320,449 |
| Silverman, Daniel | male | Professor | $310,840 |
| Chade, Hector | male | Professor | $302,410 |
| Mehra, Rajnish | uncoded | Professor | $296,743 |
| title | gender | q25 | q50 | q75 | n | p |
|---|---|---|---|---|---|---|
| Full Professor | male | $191,220 | $257,474 | $302,410 | 13 | 0.302 |
| Full Professor | female | $180,091 | $180,091 | $180,091 | 1 | 0.023 |
| Full Professor | uncoded | $296,743 | $296,743 | $296,743 | 1 | 0.023 |
| Associate Professor | male | $172,974 | $183,753 | $184,974 | 6 | 0.140 |
| Associate Professor | female | $149,103 | $153,830 | $158,558 | 2 | 0.047 |
| Associate Professor | uncoded | $107,984 | $107,984 | $107,984 | 1 | 0.023 |
| Assistant Professor | male | $147,288 | $154,000 | $157,750 | 4 | 0.093 |
| Assistant Professor | female | $147,433 | $152,288 | $157,144 | 2 | 0.047 |
| Teaching Faculty | male | $ 99,436 | $101,873 | $104,520 | 8 | 0.186 |
| Teaching Faculty | female | $102,700 | $104,300 | $105,800 | 4 | 0.093 |
| Researcher | male | $111,706 | $111,706 | $111,706 | 1 | 0.023 |
| Full.Name | gender | Job.Description | salary |
|---|---|---|---|
| Chen, Pei-yu | uncoded | Professor | $230,917 |
| Zhang, Zhongju | uncoded | Professor | $224,029 |
| Shao, Benjamin | male | Professor | $209,807 |
| Shi, Zhan | uncoded | Assoc Professor | $200,867 |
| Han, Sang Pil | male | Assoc Professor | $195,019 |
| title | gender | q25 | q50 | q75 | n | p |
|---|---|---|---|---|---|---|
| Full Professor | male | $130,719 | $157,082 | $183,444 | 2 | 0.056 |
| Full Professor | uncoded | $225,751 | $227,473 | $229,195 | 2 | 0.056 |
| Associate Professor | male | $177,755 | $183,510 | $189,264 | 2 | 0.056 |
| Associate Professor | uncoded | $178,106 | $185,693 | $193,280 | 2 | 0.056 |
| Assistant Professor | male | $168,039 | $168,039 | $168,039 | 1 | 0.028 |
| Assistant Professor | female | $168,151 | $172,100 | $176,050 | 2 | 0.056 |
| Assistant Professor | uncoded | $180,000 | $180,000 | $180,000 | 1 | 0.028 |
| Teaching Faculty | male | $ 90,000 | $ 95,000 | $120,000 | 13 | 0.361 |
| Teaching Faculty | female | $ 75,056 | $ 93,905 | $124,146 | 4 | 0.111 |
| Teaching Faculty | uncoded | $ 86,008 | $100,000 | $103,666 | 7 | 0.194 |
| Full.Name | gender | Job.Description | salary |
|---|---|---|---|
| LePine, Jeffery | male | Professor | $402,257 |
| Gomez-Mejia, Luis | male | Regents Professor | $361,393 |
| Ashforth, Blake | male | Regents Professor | $338,580 |
| Corley, Kevin | male | Professor | $282,000 |
| Semadeni, Matthew | male | Professor | $273,267 |
| title | gender | q25 | q50 | q75 | n | p |
|---|---|---|---|---|---|---|
| Full Professor | male | $219,152 | $282,000 | $349,986 | 7 | 0.171 |
| Associate Professor | male | $195,430 | $228,780 | $232,799 | 8 | 0.195 |
| Associate Professor | female | $144,591 | $155,322 | $168,114 | 4 | 0.098 |
| Assistant Professor | female | $215,000 | $215,000 | $215,000 | 1 | 0.024 |
| Assistant Professor | uncoded | $163,151 | $163,151 | $163,151 | 1 | 0.024 |
| Teaching Faculty | male | $ 88,018 | $101,578 | $120,390 | 13 | 0.317 |
| Teaching Faculty | female | $102,000 | $103,807 | $106,524 | 5 | 0.122 |
| Teaching Faculty | uncoded | $122,520 | $122,520 | $122,520 | 1 | 0.024 |
| Researcher | male | $ 47,208 | $ 47,208 | $ 47,208 | 1 | 0.024 |
| Full.Name | gender | Job.Description | salary |
|---|---|---|---|
| Choi, Thomas | male | Professor | $288,818 |
| Carter, Craig | male | Professor | $263,000 |
| Fowler, John | male | Professor | $256,139 |
| Rabinovich, Elliot | male | Professor | $252,685 |
| Li, Hongmin | uncoded | Professor | $250,000 |
| title | gender | q25 | q50 | q75 | n | p |
|---|---|---|---|---|---|---|
| Full Professor | male | $217,774 | $244,224 | $256,139 | 9 | 0.300 |
| Full Professor | uncoded | $250,000 | $250,000 | $250,000 | 1 | 0.033 |
| Associate Professor | male | $183,522 | $185,682 | $187,841 | 2 | 0.067 |
| Associate Professor | uncoded | $167,055 | $178,720 | $180,270 | 3 | 0.100 |
| Assistant Professor | male | $154,050 | $160,000 | $165,000 | 3 | 0.100 |
| Assistant Professor | female | $148,601 | $148,601 | $148,601 | 1 | 0.033 |
| Teaching Faculty | male | $ 96,756 | $113,500 | $119,490 | 7 | 0.233 |
| Teaching Faculty | female | $ 89,478 | $ 90,457 | $ 91,436 | 2 | 0.067 |
| Teaching Faculty | uncoded | $103,104 | $106,207 | $109,310 | 2 | 0.067 |